StereoPIFu: Depth Aware Clothed Human Digitization via Stereo Vision
Yang Hong, Juyong Zhang, Boyi Jiang, Yudong Guo, Ligang Liu, Hujun Bao
2021Year
21Top-tier citations
Abstract
Ground Truth DeepHuman [60] PIFu using 2-view images [46] PIFuHD [47] Ours Figure 1. Our proposed StereoPIFu could recover high-fidelity and depth-aware reconstruction of clothed human body. Compared with state-of-the-art methods, our reconstruction is more accurate and maintains correct relative positions of different parts of the human body.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext c5de5a69-48cc-4b83-ac7c-1294f11f786eCited by top-tier papers21
- AD-NeRF: Audio Driven Neural Radiance Fields for Talking Head SynthesisYudong Guo, Keyu Chen, Sen Liang, Yong-Jin Liu et al.ICCV 2021 · 510 citations
- Neural Rays for Occlusion-aware Image-based RenderingYuan Liu, Sida Peng, Lingjie Liu, Qianqian Wang et al.CVPR 2022 · 164 citations
- SelfRecon: Self Reconstruction Your Digital Avatar from Monocular VideoBoyi Jiang, Yang Hong, Hujun Bao, Juyong ZhangCVPR 2022 · 142 citations
- GPS-Gaussian: Generalizable Pixel-Wise 3D Gaussian Splatting for Real-Time Human Novel View SynthesisShunyuan Zheng, Boyao Zhou, Ruizhi Shao, Boning Liu et al.CVPR 2024 · 79 citations
- DoubleField: Bridging the Neural Surface and Radiance Fields for High-fidelity Human Reconstruction and RenderingRuizhi Shao, Hongwen Zhang, He Zhang, Mingjia Chen et al.CVPR 2022 · 72 citations
Builds on14
- PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human DigitizationShunsuke Saito, Zeng Huang, Ryota Natsume, Shigeo Morishima et al.ICCV 2019 · 1,411 citations
- Learning to Reconstruct 3D Human Pose and Shape via Model-Fitting in the LoopNikos Kolotouros, Georgios Pavlakos, Michael J. Black, Kostas DaniilidisICCV 2019 · 1,139 citations
- Implicit Geometric Regularization for Learning ShapesAmos Gropp, Lior Yariv, Niv Haim, Matan Atzmon et al.ICML 2020 · 1,001 citations
- Multi-Garment Net: Learning to Dress 3D People From ImagesBharat Lal Bhatnagar, Garvita Tiwari, Christian Theobalt, Gerard Pons-MollICCV 2019 · 447 citations
- DeepHuman: 3D Human Reconstruction From a Single ImageZerong Zheng, Tao Yu, Yixuan Wei, Qionghai Dai et al.ICCV 2019 · 367 citations
Related papers
- Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human ReconstructionTong He, John P. Collomosse, Hailin Jin, Stefano SoattoNeurIPS 2020 · 203 citations
- MultiGO: Towards Multi-level Geometry Learning for Monocular 3D Textured Human ReconstructionGangjian Zhang, Nanjie Yao, Shunsi Zhang, Hanfeng Zhao et al.CVPR 2025
- Geometry-aware Two-scale PIFu Representation for Human ReconstructionZheng Dong, Ke Xu, Ziheng Duan, Hujun Bao et al.NeurIPS 2022 · 17 citations
- PSHuman: Photorealistic Single-image 3D Human Reconstruction using Cross-Scale Multiview Diffusion and Explicit RemeshingPeng Li, Wangguandong Zheng, Yuan Liu, Tao Yu et al.CVPR 2025
- DIFu: Depth-Guided Implicit Function for Clothed Human ReconstructionDae-Young Song, HeeKyung Lee, Jeongil Seo, Donghyeon ChoCVPR 2023
